Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 168 |
| Missing cells | 840 |
| Missing cells (%) | 20.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 27.0 KiB |
| Average record size in memory | 164.8 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 18 |
| Boolean | 4 |
clorofila_a_ug_l is highly overall correlated with dbo_mg_l and 4 other fields | High correlation |
colif_fecales_ufc_100ml is highly overall correlated with ica | High correlation |
color is highly overall correlated with cr_total_mg_l and 1 other fields | High correlation |
cr_total_mg_l is highly overall correlated with color | High correlation |
dbo_mg_l is highly overall correlated with clorofila_a_ug_l and 1 other fields | High correlation |
dqo_mg_l is highly overall correlated with microcistina_ug_l and 1 other fields | High correlation |
enteroc_ufc_100ml is highly overall correlated with espumas | High correlation |
escher_coli_ufc_100ml is highly overall correlated with clorofila_a_ug_l and 1 other fields | High correlation |
espumas is highly overall correlated with enteroc_ufc_100ml and 2 other fields | High correlation |
fecha is highly overall correlated with tem_agua and 1 other fields | High correlation |
fosf_ortofos_mg_l is highly overall correlated with p_total_l_mg_l | High correlation |
ica is highly overall correlated with clorofila_a_ug_l and 3 other fields | High correlation |
mat_susp is highly overall correlated with microcistina_ug_l | High correlation |
microcistina_ug_l is highly overall correlated with dbo_mg_l and 6 other fields | High correlation |
nitrato_mg_l is highly overall correlated with clorofila_a_ug_l | High correlation |
od is highly overall correlated with ph | High correlation |
olores is highly overall correlated with ica and 1 other fields | High correlation |
p_total_l_mg_l is highly overall correlated with fosf_ortofos_mg_l and 1 other fields | High correlation |
ph is highly overall correlated with od | High correlation |
sitios is highly overall correlated with color and 2 other fields | High correlation |
tem_agua is highly overall correlated with clorofila_a_ug_l and 3 other fields | High correlation |
tem_aire is highly overall correlated with fecha and 1 other fields | High correlation |
olores is highly imbalanced (62.9%) | Imbalance |
color is highly imbalanced (60.7%) | Imbalance |
espumas is highly imbalanced (80.7%) | Imbalance |
tem_agua has 23 (13.7%) missing values | Missing |
tem_aire has 24 (14.3%) missing values | Missing |
od has 36 (21.4%) missing values | Missing |
ph has 56 (33.3%) missing values | Missing |
colif_fecales_ufc_100ml has 15 (8.9%) missing values | Missing |
escher_coli_ufc_100ml has 15 (8.9%) missing values | Missing |
enteroc_ufc_100ml has 15 (8.9%) missing values | Missing |
nitrato_mg_l has 17 (10.1%) missing values | Missing |
nh4_mg_l has 30 (17.9%) missing values | Missing |
p_total_l_mg_l has 24 (14.3%) missing values | Missing |
fosf_ortofos_mg_l has 16 (9.5%) missing values | Missing |
dbo_mg_l has 80 (47.6%) missing values | Missing |
dqo_mg_l has 72 (42.9%) missing values | Missing |
turbiedad_ntu has 19 (11.3%) missing values | Missing |
cr_total_mg_l has 131 (78.0%) missing values | Missing |
clorofila_a_ug_l has 92 (54.8%) missing values | Missing |
microcistina_ug_l has 161 (95.8%) missing values | Missing |
ica has 14 (8.3%) missing values | Missing |
sitios is uniformly distributed | Uniform |
clorofila_a_ug_l has 5 (3.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-30 23:56:42.741457 |
|---|---|
| Analysis finished | 2024-10-30 23:57:25.836027 |
| Duration | 43.09 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
sitios
Categorical
High correlation Uniform
| Distinct | 42 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Canal Villanueva y Río Luján | 4 |
|---|---|
| Río Lujan y Arroyo Caraguatá | 4 |
| Canal Aliviador y Río Lujan | 4 |
| Río Carapachay y Arroyo Gallo Fiambre | 4 |
| Río Reconquista y Río Lujan | 4 |
| Other values (37) |
Length
| Max length | 41 |
|---|---|
| Median length | 27.5 |
| Mean length | 23.238095 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Canal Villanueva y Río Luján |
|---|---|
| 2nd row | Río Lujan y Arroyo Caraguatá |
| 3rd row | Canal Aliviador y Río Lujan |
| 4th row | Río Carapachay y Arroyo Gallo Fiambre |
| 5th row | Río Reconquista y Río Lujan |
Common Values
| Value | Count | Frequency (%) |
| Canal Villanueva y Río Luján | 4 | 2.4% |
| Río Lujan y Arroyo Caraguatá | 4 | 2.4% |
| Canal Aliviador y Río Lujan | 4 | 2.4% |
| Río Carapachay y Arroyo Gallo Fiambre | 4 | 2.4% |
| Río Reconquista y Río Lujan | 4 | 2.4% |
| Rio Tigre 100m antes del Rio Luján | 4 | 2.4% |
| Río Lujan y Canal San Fernando | 4 | 2.4% |
| Río Capitán y Río San Antonio | 4 | 2.4% |
| Arroyo Abra Vieja y Santa Rosa | 4 | 2.4% |
| Del Arca | 4 | 2.4% |
| Other values (32) | 128 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| y | 40 | 5.9% |
| río | 36 | 5.3% |
| de | 32 | 4.7% |
| arroyo | 24 | 3.5% |
| espigón | 16 | 2.4% |
| lujan | 16 | 2.4% |
| canal | 12 | 1.8% |
| la | 12 | 1.8% |
| playa | 12 | 1.8% |
| reserva | 12 | 1.8% |
| Other values (94) | 468 |
Most occurring characters
| Value | Count | Frequency (%) |
| 512 | 13.1% | |
| a | 476 | 12.2% |
| o | 312 | 8.0% |
| e | 228 | 5.8% |
| r | 224 | 5.7% |
| l | 192 | 4.9% |
| n | 192 | 4.9% |
| i | 160 | 4.1% |
| s | 120 | 3.1% |
| c | 108 | 2.8% |
| Other values (47) | 1380 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3904 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 512 | 13.1% | |
| a | 476 | 12.2% |
| o | 312 | 8.0% |
| e | 228 | 5.8% |
| r | 224 | 5.7% |
| l | 192 | 4.9% |
| n | 192 | 4.9% |
| i | 160 | 4.1% |
| s | 120 | 3.1% |
| c | 108 | 2.8% |
| Other values (47) | 1380 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3904 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 512 | 13.1% | |
| a | 476 | 12.2% |
| o | 312 | 8.0% |
| e | 228 | 5.8% |
| r | 224 | 5.7% |
| l | 192 | 4.9% |
| n | 192 | 4.9% |
| i | 160 | 4.1% |
| s | 120 | 3.1% |
| c | 108 | 2.8% |
| Other values (47) | 1380 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3904 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 512 | 13.1% | |
| a | 476 | 12.2% |
| o | 312 | 8.0% |
| e | 228 | 5.8% |
| r | 224 | 5.7% |
| l | 192 | 4.9% |
| n | 192 | 4.9% |
| i | 160 | 4.1% |
| s | 120 | 3.1% |
| c | 108 | 2.8% |
| Other values (47) | 1380 |
fecha
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 23/2/2022 | |
|---|---|
| 4/5/2022 | |
| 23/8/2022 | |
| 31/10/2022 | |
| no midieron este día | 4 |
| Other values (2) | 3 |
Length
| Max length | 20 |
|---|---|
| Median length | 15.5 |
| Mean length | 9.2440476 |
| Min length | 8 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 23/2/2022 |
|---|---|
| 2nd row | 23/2/2022 |
| 3rd row | 23/2/2022 |
| 4th row | 23/2/2022 |
| 5th row | 23/2/2022 |
Common Values
| Value | Count | Frequency (%) |
| 23/2/2022 | 42 | |
| 4/5/2022 | 42 | |
| 23/8/2022 | 42 | |
| 31/10/2022 | 35 | |
| no midieron este día | 4 | 2.4% |
| 31/10/0202 | 2 | 1.2% |
| no se midió | 1 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 23/2/2022 | 42 | |
| 4/5/2022 | 42 | |
| 23/8/2022 | 42 | |
| 31/10/2022 | 35 | |
| no | 5 | 2.7% |
| midieron | 4 | 2.2% |
| este | 4 | 2.2% |
| día | 4 | 2.2% |
| 31/10/0202 | 2 | 1.1% |
| se | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 613 | |
| / | 326 | |
| 0 | 202 | 13.0% |
| 3 | 121 | 7.8% |
| 1 | 74 | 4.8% |
| 4 | 42 | 2.7% |
| 5 | 42 | 2.7% |
| 8 | 42 | 2.7% |
| 14 | 0.9% | |
| e | 13 | 0.8% |
| Other values (11) | 64 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1553 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 613 | |
| / | 326 | |
| 0 | 202 | 13.0% |
| 3 | 121 | 7.8% |
| 1 | 74 | 4.8% |
| 4 | 42 | 2.7% |
| 5 | 42 | 2.7% |
| 8 | 42 | 2.7% |
| 14 | 0.9% | |
| e | 13 | 0.8% |
| Other values (11) | 64 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1553 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 613 | |
| / | 326 | |
| 0 | 202 | 13.0% |
| 3 | 121 | 7.8% |
| 1 | 74 | 4.8% |
| 4 | 42 | 2.7% |
| 5 | 42 | 2.7% |
| 8 | 42 | 2.7% |
| 14 | 0.9% | |
| e | 13 | 0.8% |
| Other values (11) | 64 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1553 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 613 | |
| / | 326 | |
| 0 | 202 | 13.0% |
| 3 | 121 | 7.8% |
| 1 | 74 | 4.8% |
| 4 | 42 | 2.7% |
| 5 | 42 | 2.7% |
| 8 | 42 | 2.7% |
| 14 | 0.9% | |
| e | 13 | 0.8% |
| Other values (11) | 64 | 4.1% |
tem_agua
Real number (ℝ)
High correlation Missing
| Distinct | 91 |
|---|---|
| Distinct (%) | 62.8% |
| Missing | 23 |
| Missing (%) | 13.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.823655 |
| Minimum | 6 |
|---|---|
| Maximum | 27.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 14.6 |
| median | 17.9 |
| Q3 | 20.4 |
| 95-th percentile | 25.78 |
| Maximum | 27.4 |
| Range | 21.4 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 4.8486881 |
|---|---|
| Coefficient of variation (CV) | 0.27203669 |
| Kurtosis | -0.40385925 |
| Mean | 17.823655 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.073431926 |
| Sum | 2584.43 |
| Variance | 23.509776 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 7 | 4.2% |
| 20 | 6 | 3.6% |
| 18.6 | 5 | 3.0% |
| 18.5 | 5 | 3.0% |
| 17 | 4 | 2.4% |
| 23 | 3 | 1.8% |
| 17.1 | 3 | 1.8% |
| 15.6 | 3 | 1.8% |
| 24.7 | 3 | 1.8% |
| 18.2 | 3 | 1.8% |
| Other values (81) | 103 | |
| (Missing) | 23 | 13.7% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.6% |
| 7 | 2 | 1.2% |
| 8 | 2 | 1.2% |
| 9 | 1 | 0.6% |
| 10 | 7 | |
| 10.01 | 1 | 0.6% |
| 11 | 1 | 0.6% |
| 11.01 | 1 | 0.6% |
| 12 | 1 | 0.6% |
| 12.7 | 2 | 1.2% |
| Value | Count | Frequency (%) |
| 27.4 | 1 | |
| 27 | 1 | |
| 26.5 | 1 | |
| 26.3 | 1 | |
| 26.1 | 2 | |
| 26 | 1 | |
| 25.8 | 1 | |
| 25.7 | 1 | |
| 25.4 | 2 | |
| 25.2 | 1 |
tem_aire
Real number (ℝ)
High correlation Missing
| Distinct | 29 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 24 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.793056 |
| Minimum | 4 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 13 |
| median | 14 |
| Q3 | 19 |
| 95-th percentile | 25.2 |
| Maximum | 27 |
| Range | 23 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.1243509 |
|---|---|
| Coefficient of variation (CV) | 0.32446862 |
| Kurtosis | -0.25796949 |
| Mean | 15.793056 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.47535054 |
| Sum | 2274.2 |
| Variance | 26.258972 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 14 | 25 | |
| 13 | 15 | 8.9% |
| 12 | 12 | 7.1% |
| 16 | 11 | 6.5% |
| 17 | 9 | 5.4% |
| 15 | 7 | 4.2% |
| 27 | 6 | 3.6% |
| 22 | 6 | 3.6% |
| 8 | 5 | 3.0% |
| 23 | 5 | 3.0% |
| Other values (19) | 43 | |
| (Missing) | 24 |
| Value | Count | Frequency (%) |
| 4 | 1 | 0.6% |
| 5 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 7 | 1 | 0.6% |
| 8 | 5 | |
| 9 | 3 | 1.8% |
| 10 | 5 | |
| 11 | 4 | 2.4% |
| 12 | 12 | |
| 12.3 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 27 | 6 | |
| 26 | 1 | 0.6% |
| 25.2 | 3 | |
| 25 | 1 | 0.6% |
| 23.3 | 5 | |
| 23 | 5 | |
| 22.2 | 2 | 1.2% |
| 22 | 6 | |
| 21 | 2 | 1.2% |
| 20 | 4 |
od
Real number (ℝ)
High correlation Missing
| Distinct | 126 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 36 |
| Missing (%) | 21.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.7473485 |
| Minimum | 0.36 |
|---|---|
| Maximum | 17.61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.36 |
|---|---|
| 5-th percentile | 2.0035 |
| Q1 | 5.065 |
| median | 6.65 |
| Q3 | 8.58 |
| 95-th percentile | 10.943 |
| Maximum | 17.61 |
| Range | 17.25 |
| Interquartile range (IQR) | 3.515 |
Descriptive statistics
| Standard deviation | 2.8357637 |
|---|---|
| Coefficient of variation (CV) | 0.42027823 |
| Kurtosis | 0.85228892 |
| Mean | 6.7473485 |
| Median Absolute Deviation (MAD) | 1.74 |
| Skewness | 0.2222464 |
| Sum | 890.65 |
| Variance | 8.0415555 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.3 | 2 | 1.2% |
| 4.28 | 2 | 1.2% |
| 7.85 | 2 | 1.2% |
| 9 | 2 | 1.2% |
| 7 | 2 | 1.2% |
| 5.36 | 2 | 1.2% |
| 1.5 | 1 | 0.6% |
| 6.3 | 1 | 0.6% |
| 4.49 | 1 | 0.6% |
| 3.85 | 1 | 0.6% |
| Other values (116) | 116 | |
| (Missing) | 36 | 21.4% |
| Value | Count | Frequency (%) |
| 0.36 | 1 | |
| 0.45 | 1 | |
| 1.02 | 1 | |
| 1.13 | 1 | |
| 1.39 | 1 | |
| 1.5 | 1 | |
| 1.8 | 1 | |
| 2.17 | 1 | |
| 2.22 | 1 | |
| 2.25 | 1 |
| Value | Count | Frequency (%) |
| 17.61 | 1 | |
| 12.84 | 1 | |
| 12.15 | 1 | |
| 12 | 1 | |
| 11.82 | 1 | |
| 11.05 | 1 | |
| 11.02 | 1 | |
| 10.88 | 1 | |
| 10.83 | 1 | |
| 10.6 | 1 |
ph
Real number (ℝ)
High correlation Missing
| Distinct | 91 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 56 |
| Missing (%) | 33.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.57 |
| Minimum | 5 |
|---|---|
| Maximum | 10.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6.5355 |
| Q1 | 7.075 |
| median | 7.485 |
| Q3 | 8.0025 |
| 95-th percentile | 8.884 |
| Maximum | 10.02 |
| Range | 5.02 |
| Interquartile range (IQR) | 0.9275 |
Descriptive statistics
| Standard deviation | 0.7703632 |
|---|---|
| Coefficient of variation (CV) | 0.10176528 |
| Kurtosis | 1.5189961 |
| Mean | 7.57 |
| Median Absolute Deviation (MAD) | 0.475 |
| Skewness | 0.42013799 |
| Sum | 847.84 |
| Variance | 0.59345946 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.4 | 6 | 3.6% |
| 7.6 | 4 | 2.4% |
| 7.76 | 3 | 1.8% |
| 7.3 | 3 | 1.8% |
| 7.99 | 3 | 1.8% |
| 7.5 | 2 | 1.2% |
| 7.8 | 2 | 1.2% |
| 7.12 | 2 | 1.2% |
| 8.11 | 2 | 1.2% |
| 6.76 | 2 | 1.2% |
| Other values (81) | 83 | |
| (Missing) | 56 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 6.2 | 1 | |
| 6.37 | 1 | |
| 6.39 | 1 | |
| 6.48 | 1 | |
| 6.53 | 1 | |
| 6.54 | 1 | |
| 6.56 | 2 | |
| 6.59 | 1 | |
| 6.66 | 1 |
| Value | Count | Frequency (%) |
| 10.02 | 1 | |
| 9.98 | 1 | |
| 9.39 | 1 | |
| 9.16 | 1 | |
| 9.01 | 1 | |
| 8.95 | 1 | |
| 8.83 | 1 | |
| 8.81 | 1 | |
| 8.62 | 1 | |
| 8.59 | 1 |
olores
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| False | |
|---|---|
| True | 12 |
| Value | Count | Frequency (%) |
| False | 156 | |
| True | 12 | 7.1% |
color
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| False | |
|---|---|
| True | 13 |
| Value | Count | Frequency (%) |
| False | 155 | |
| True | 13 | 7.7% |
espumas
Boolean
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| False | |
|---|---|
| True | 5 |
| Value | Count | Frequency (%) |
| False | 163 | |
| True | 5 | 3.0% |
mat_susp
Boolean
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.0 B |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 141 | |
| True | 27 | 16.1% |
colif_fecales_ufc_100ml
Real number (ℝ)
High correlation Missing
| Distinct | 88 |
|---|---|
| Distinct (%) | 57.5% |
| Missing | 15 |
| Missing (%) | 8.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86690.229 |
| Minimum | 80 |
|---|---|
| Maximum | 4200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 264 |
| Q1 | 1200 |
| median | 4000 |
| Q3 | 40000 |
| 95-th percentile | 274000 |
| Maximum | 4200000 |
| Range | 4199920 |
| Interquartile range (IQR) | 38800 |
Descriptive statistics
| Standard deviation | 381271.21 |
|---|---|
| Coefficient of variation (CV) | 4.3980875 |
| Kurtosis | 91.766626 |
| Mean | 86690.229 |
| Median Absolute Deviation (MAD) | 3440 |
| Skewness | 8.9657969 |
| Sum | 13263605 |
| Variance | 1.4536774 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20000 | 6 | 3.6% |
| 1000 | 5 | 3.0% |
| 1800 | 5 | 3.0% |
| 1400 | 5 | 3.0% |
| 3000 | 4 | 2.4% |
| 900 | 4 | 2.4% |
| 40000 | 4 | 2.4% |
| 1300 | 4 | 2.4% |
| 6500 | 3 | 1.8% |
| 6000 | 3 | 1.8% |
| Other values (78) | 110 | |
| (Missing) | 15 | 8.9% |
| Value | Count | Frequency (%) |
| 80 | 1 | |
| 95 | 1 | |
| 120 | 1 | |
| 130 | 1 | |
| 150 | 1 | |
| 160 | 1 | |
| 200 | 1 | |
| 210 | 1 | |
| 300 | 2 | |
| 360 | 1 |
| Value | Count | Frequency (%) |
| 4200000 | 1 | |
| 1600000 | 1 | |
| 1070000 | 1 | |
| 740000 | 1 | |
| 700000 | 1 | |
| 420000 | 1 | |
| 400000 | 1 | |
| 280000 | 1 | |
| 270000 | 1 | |
| 240000 | 1 |
escher_coli_ufc_100ml
Real number (ℝ)
High correlation Missing
| Distinct | 77 |
|---|---|
| Distinct (%) | 50.3% |
| Missing | 15 |
| Missing (%) | 8.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4093.3922 |
| Minimum | 1 |
|---|---|
| Maximum | 150000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.6 |
| Q1 | 100 |
| median | 330 |
| Q3 | 1700 |
| 95-th percentile | 12960 |
| Maximum | 150000 |
| Range | 149999 |
| Interquartile range (IQR) | 1600 |
Descriptive statistics
| Standard deviation | 15058.087 |
|---|---|
| Coefficient of variation (CV) | 3.6786328 |
| Kurtosis | 62.789246 |
| Mean | 4093.3922 |
| Median Absolute Deviation (MAD) | 312 |
| Skewness | 7.3116318 |
| Sum | 626289 |
| Variance | 2.2674597 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 17 | 10.1% |
| 200 | 15 | 8.9% |
| 300 | 6 | 3.6% |
| 600 | 5 | 3.0% |
| 500 | 4 | 2.4% |
| 1000 | 4 | 2.4% |
| 6 | 4 | 2.4% |
| 10000 | 4 | 2.4% |
| 2000 | 3 | 1.8% |
| 80 | 3 | 1.8% |
| Other values (67) | 88 | |
| (Missing) | 15 | 8.9% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.6% |
| 2 | 2 | |
| 3 | 3 | |
| 4 | 1 | 0.6% |
| 5 | 1 | 0.6% |
| 6 | 4 | |
| 9 | 1 | 0.6% |
| 13 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 16 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 150000 | 1 | |
| 80000 | 1 | |
| 50000 | 1 | |
| 44000 | 1 | |
| 35000 | 1 | |
| 28000 | 1 | |
| 15000 | 1 | |
| 14400 | 1 | |
| 12000 | 1 | |
| 11500 | 1 |
enteroc_ufc_100ml
Real number (ℝ)
High correlation Missing
| Distinct | 84 |
|---|---|
| Distinct (%) | 54.9% |
| Missing | 15 |
| Missing (%) | 8.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 951.70588 |
| Minimum | 2 |
|---|---|
| Maximum | 28000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 50 |
| median | 300 |
| Q3 | 670 |
| 95-th percentile | 2820 |
| Maximum | 28000 |
| Range | 27998 |
| Interquartile range (IQR) | 620 |
Descriptive statistics
| Standard deviation | 3008.483 |
|---|---|
| Coefficient of variation (CV) | 3.1611479 |
| Kurtosis | 54.099694 |
| Mean | 951.70588 |
| Median Absolute Deviation (MAD) | 270 |
| Skewness | 6.9586225 |
| Sum | 145611 |
| Variance | 9050970.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 7 | 4.2% |
| 10 | 6 | 3.6% |
| 300 | 6 | 3.6% |
| 50 | 6 | 3.6% |
| 1500 | 5 | 3.0% |
| 2 | 5 | 3.0% |
| 20 | 5 | 3.0% |
| 30 | 4 | 2.4% |
| 40 | 3 | 1.8% |
| 800 | 3 | 1.8% |
| Other values (74) | 103 | |
| (Missing) | 15 | 8.9% |
| Value | Count | Frequency (%) |
| 2 | 5 | |
| 3 | 1 | 0.6% |
| 4 | 1 | 0.6% |
| 5 | 2 | 1.2% |
| 9 | 1 | 0.6% |
| 10 | 6 | |
| 11 | 1 | 0.6% |
| 20 | 5 | |
| 24 | 1 | 0.6% |
| 27 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 28000 | 1 | |
| 20000 | 1 | |
| 12000 | 1 | |
| 7500 | 1 | |
| 5000 | 1 | |
| 4200 | 1 | |
| 4000 | 1 | |
| 3300 | 1 | |
| 2500 | 1 | |
| 2200 | 1 |
nitrato_mg_l
Real number (ℝ)
High correlation Missing
| Distinct | 84 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 17 |
| Missing (%) | 10.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.797351 |
| Minimum | 1.9 |
|---|---|
| Maximum | 21.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1.9 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 3.7 |
| median | 5.7 |
| Q3 | 8.75 |
| 95-th percentile | 13.6 |
| Maximum | 21.9 |
| Range | 20 |
| Interquartile range (IQR) | 5.05 |
Descriptive statistics
| Standard deviation | 4.0428034 |
|---|---|
| Coefficient of variation (CV) | 0.59476161 |
| Kurtosis | 1.0468284 |
| Mean | 6.797351 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 1.1188872 |
| Sum | 1026.4 |
| Variance | 16.34426 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.3 | 5 | 3.0% |
| 5.1 | 4 | 2.4% |
| 1.9 | 4 | 2.4% |
| 5.9 | 4 | 2.4% |
| 3.7 | 4 | 2.4% |
| 3.9 | 4 | 2.4% |
| 5.6 | 3 | 1.8% |
| 2.9 | 3 | 1.8% |
| 5.2 | 3 | 1.8% |
| 2 | 3 | 1.8% |
| Other values (74) | 114 | |
| (Missing) | 17 | 10.1% |
| Value | Count | Frequency (%) |
| 1.9 | 4 | |
| 2 | 3 | |
| 2.1 | 2 | |
| 2.2 | 1 | 0.6% |
| 2.4 | 1 | 0.6% |
| 2.5 | 1 | 0.6% |
| 2.6 | 3 | |
| 2.7 | 3 | |
| 2.8 | 2 | |
| 2.9 | 3 |
| Value | Count | Frequency (%) |
| 21.9 | 1 | |
| 20.6 | 1 | |
| 16.4 | 1 | |
| 16.3 | 1 | |
| 16.2 | 1 | |
| 14.8 | 1 | |
| 14.4 | 1 | |
| 13.7 | 1 | |
| 13.5 | 1 | |
| 13.3 | 2 |
nh4_mg_l
Real number (ℝ)
Missing
| Distinct | 84 |
|---|---|
| Distinct (%) | 60.9% |
| Missing | 30 |
| Missing (%) | 17.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1604203 |
| Minimum | 0.049 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.049 |
|---|---|
| 5-th percentile | 0.049 |
| Q1 | 0.2225 |
| median | 0.785 |
| Q3 | 1.975 |
| 95-th percentile | 8.62 |
| Maximum | 23 |
| Range | 22.951 |
| Interquartile range (IQR) | 1.7525 |
Descriptive statistics
| Standard deviation | 4.2998696 |
|---|---|
| Coefficient of variation (CV) | 1.9902931 |
| Kurtosis | 14.421316 |
| Mean | 2.1604203 |
| Median Absolute Deviation (MAD) | 0.64 |
| Skewness | 3.7284215 |
| Sum | 298.138 |
| Variance | 18.488878 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.049 | 12 | 7.1% |
| 0.41 | 5 | 3.0% |
| 2 | 5 | 3.0% |
| 0.1 | 5 | 3.0% |
| 1 | 4 | 2.4% |
| 1.9 | 3 | 1.8% |
| 1.3 | 3 | 1.8% |
| 0.45 | 3 | 1.8% |
| 0.8 | 2 | 1.2% |
| 0.75 | 2 | 1.2% |
| Other values (74) | 94 | |
| (Missing) | 30 | 17.9% |
| Value | Count | Frequency (%) |
| 0.049 | 12 | |
| 0.05 | 2 | 1.2% |
| 0.06 | 2 | 1.2% |
| 0.08 | 2 | 1.2% |
| 0.1 | 5 | |
| 0.11 | 2 | 1.2% |
| 0.12 | 1 | 0.6% |
| 0.14 | 1 | 0.6% |
| 0.15 | 1 | 0.6% |
| 0.17 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 23 | 2 | |
| 22 | 2 | |
| 19 | 1 | |
| 12 | 1 | |
| 9.3 | 1 | |
| 8.5 | 1 | |
| 7.2 | 1 | |
| 7.1 | 1 | |
| 5.7 | 1 | |
| 5.6 | 1 |
p_total_l_mg_l
Real number (ℝ)
High correlation Missing
| Distinct | 71 |
|---|---|
| Distinct (%) | 49.3% |
| Missing | 24 |
| Missing (%) | 14.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.90305556 |
| Minimum | 0.1 |
|---|---|
| Maximum | 30.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.17 |
| Q1 | 0.27 |
| median | 0.385 |
| Q3 | 0.575 |
| 95-th percentile | 1.3 |
| Maximum | 30.12 |
| Range | 30.02 |
| Interquartile range (IQR) | 0.305 |
Descriptive statistics
| Standard deviation | 3.4989713 |
|---|---|
| Coefficient of variation (CV) | 3.8745914 |
| Kurtosis | 67.845314 |
| Mean | 0.90305556 |
| Median Absolute Deviation (MAD) | 0.145 |
| Skewness | 8.2552064 |
| Sum | 130.04 |
| Variance | 12.2428 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.33 | 8 | 4.8% |
| 0.23 | 6 | 3.6% |
| 0.24 | 5 | 3.0% |
| 0.28 | 4 | 2.4% |
| 0.36 | 4 | 2.4% |
| 1.2 | 4 | 2.4% |
| 0.27 | 4 | 2.4% |
| 0.49 | 3 | 1.8% |
| 0.29 | 3 | 1.8% |
| 0.19 | 3 | 1.8% |
| Other values (61) | 100 | |
| (Missing) | 24 | 14.3% |
| Value | Count | Frequency (%) |
| 0.1 | 1 | 0.6% |
| 0.11 | 1 | 0.6% |
| 0.12 | 1 | 0.6% |
| 0.13 | 2 | |
| 0.14 | 1 | 0.6% |
| 0.15 | 1 | 0.6% |
| 0.17 | 2 | |
| 0.18 | 2 | |
| 0.19 | 3 | |
| 0.2 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 30.12 | 2 | |
| 2.8 | 1 | 0.6% |
| 1.9 | 1 | 0.6% |
| 1.5 | 1 | 0.6% |
| 1.4 | 2 | |
| 1.3 | 2 | |
| 1.2 | 4 | |
| 1.1 | 1 | 0.6% |
| 0.95 | 1 | 0.6% |
| 0.88 | 1 | 0.6% |
fosf_ortofos_mg_l
Real number (ℝ)
High correlation Missing
| Distinct | 62 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 16 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.41960526 |
| Minimum | 0.1 |
|---|---|
| Maximum | 2.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.15 |
| Q1 | 0.2375 |
| median | 0.335 |
| Q3 | 0.5 |
| 95-th percentile | 0.928 |
| Maximum | 2.6 |
| Range | 2.5 |
| Interquartile range (IQR) | 0.2625 |
Descriptive statistics
| Standard deviation | 0.30856618 |
|---|---|
| Coefficient of variation (CV) | 0.73537252 |
| Kurtosis | 17.041062 |
| Mean | 0.41960526 |
| Median Absolute Deviation (MAD) | 0.115 |
| Skewness | 3.2691728 |
| Sum | 63.78 |
| Variance | 0.095213088 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.32 | 7 | 4.2% |
| 0.2 | 7 | 4.2% |
| 0.27 | 7 | 4.2% |
| 0.54 | 6 | 3.6% |
| 0.31 | 6 | 3.6% |
| 0.39 | 5 | 3.0% |
| 0.4 | 5 | 3.0% |
| 0.18 | 5 | 3.0% |
| 0.35 | 4 | 2.4% |
| 0.24 | 4 | 2.4% |
| Other values (52) | 96 | |
| (Missing) | 16 | 9.5% |
| Value | Count | Frequency (%) |
| 0.1 | 2 | 1.2% |
| 0.11 | 2 | 1.2% |
| 0.12 | 1 | 0.6% |
| 0.13 | 1 | 0.6% |
| 0.14 | 1 | 0.6% |
| 0.15 | 3 | |
| 0.16 | 2 | 1.2% |
| 0.17 | 2 | 1.2% |
| 0.18 | 5 | |
| 0.19 | 3 |
| Value | Count | Frequency (%) |
| 2.6 | 1 | |
| 1.4 | 2 | |
| 1.3 | 1 | |
| 1.2 | 2 | |
| 1 | 1 | |
| 0.95 | 1 | |
| 0.91 | 1 | |
| 0.88 | 1 | |
| 0.86 | 2 | |
| 0.85 | 2 |
dbo_mg_l
Real number (ℝ)
High correlation Missing
| Distinct | 51 |
|---|---|
| Distinct (%) | 58.0% |
| Missing | 80 |
| Missing (%) | 47.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0659091 |
| Minimum | 1.9 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1.9 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 3.5 |
| median | 5.55 |
| Q3 | 9.325 |
| 95-th percentile | 15.65 |
| Maximum | 42 |
| Range | 40.1 |
| Interquartile range (IQR) | 5.825 |
Descriptive statistics
| Standard deviation | 5.6715439 |
|---|---|
| Coefficient of variation (CV) | 0.80266302 |
| Kurtosis | 15.813389 |
| Mean | 7.0659091 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 3.114005 |
| Sum | 621.8 |
| Variance | 32.166411 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.9 | 10 | 6.0% |
| 12 | 5 | 3.0% |
| 5.8 | 3 | 1.8% |
| 14 | 3 | 1.8% |
| 11 | 3 | 1.8% |
| 5.2 | 3 | 1.8% |
| 5 | 3 | 1.8% |
| 9.4 | 3 | 1.8% |
| 6.5 | 3 | 1.8% |
| 3.5 | 2 | 1.2% |
| Other values (41) | 50 | |
| (Missing) | 80 |
| Value | Count | Frequency (%) |
| 1.9 | 10 | |
| 2 | 1 | 0.6% |
| 2.3 | 1 | 0.6% |
| 2.4 | 2 | 1.2% |
| 2.5 | 2 | 1.2% |
| 2.6 | 1 | 0.6% |
| 2.8 | 1 | 0.6% |
| 3.1 | 1 | 0.6% |
| 3.3 | 1 | 0.6% |
| 3.4 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 42 | 1 | 0.6% |
| 21 | 1 | 0.6% |
| 18 | 2 | 1.2% |
| 16 | 1 | 0.6% |
| 15 | 1 | 0.6% |
| 14 | 3 | |
| 12 | 5 | |
| 11 | 3 | |
| 10 | 2 | 1.2% |
| 9.4 | 3 |
dqo_mg_l
Real number (ℝ)
High correlation Missing
| Distinct | 47 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 72 |
| Missing (%) | 42.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.302083 |
| Minimum | 29 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 29 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 29 |
| median | 41.5 |
| Q3 | 64.25 |
| 95-th percentile | 91 |
| Maximum | 180 |
| Range | 151 |
| Interquartile range (IQR) | 35.25 |
Descriptive statistics
| Standard deviation | 26.944043 |
|---|---|
| Coefficient of variation (CV) | 0.52520369 |
| Kurtosis | 5.3700302 |
| Mean | 51.302083 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 1.9123341 |
| Sum | 4925 |
| Variance | 725.98147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 29 | 27 | 16.1% |
| 39 | 4 | 2.4% |
| 48 | 3 | 1.8% |
| 33 | 3 | 1.8% |
| 30 | 3 | 1.8% |
| 36 | 3 | 1.8% |
| 46 | 2 | 1.2% |
| 34 | 2 | 1.2% |
| 63 | 2 | 1.2% |
| 54 | 2 | 1.2% |
| Other values (37) | 45 | |
| (Missing) | 72 |
| Value | Count | Frequency (%) |
| 29 | 27 | |
| 30 | 3 | 1.8% |
| 31 | 1 | 0.6% |
| 32 | 2 | 1.2% |
| 33 | 3 | 1.8% |
| 34 | 2 | 1.2% |
| 35 | 1 | 0.6% |
| 36 | 3 | 1.8% |
| 37 | 1 | 0.6% |
| 39 | 4 | 2.4% |
| Value | Count | Frequency (%) |
| 180 | 1 | |
| 135 | 1 | |
| 130 | 1 | |
| 110 | 1 | |
| 94 | 1 | |
| 90 | 1 | |
| 89 | 1 | |
| 88 | 1 | |
| 84 | 1 | |
| 82 | 2 |
turbiedad_ntu
Real number (ℝ)
Missing
| Distinct | 56 |
|---|---|
| Distinct (%) | 37.6% |
| Missing | 19 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.240268 |
| Minimum | 2.5 |
|---|---|
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 10.4 |
| Q1 | 18 |
| median | 28 |
| Q3 | 45 |
| 95-th percentile | 85 |
| Maximum | 130 |
| Range | 127.5 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 24.106259 |
|---|---|
| Coefficient of variation (CV) | 0.68405437 |
| Kurtosis | 1.4221911 |
| Mean | 35.240268 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 1.3000315 |
| Sum | 5250.8 |
| Variance | 581.11175 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12 | 7 | 4.2% |
| 45 | 6 | 3.6% |
| 19 | 6 | 3.6% |
| 22 | 6 | 3.6% |
| 90 | 5 | 3.0% |
| 17 | 5 | 3.0% |
| 28 | 5 | 3.0% |
| 23 | 5 | 3.0% |
| 26 | 5 | 3.0% |
| 13 | 5 | 3.0% |
| Other values (46) | 94 | |
| (Missing) | 19 | 11.3% |
| Value | Count | Frequency (%) |
| 2.5 | 1 | 0.6% |
| 3.3 | 1 | 0.6% |
| 4.1 | 1 | 0.6% |
| 6 | 1 | 0.6% |
| 7.5 | 1 | 0.6% |
| 8.9 | 1 | 0.6% |
| 9.3 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 11 | 2 | 1.2% |
| 12 | 7 |
| Value | Count | Frequency (%) |
| 130 | 1 | 0.6% |
| 110 | 1 | 0.6% |
| 90 | 5 | |
| 85 | 2 | 1.2% |
| 84 | 1 | 0.6% |
| 80 | 2 | 1.2% |
| 75 | 3 | |
| 71 | 1 | 0.6% |
| 70 | 3 | |
| 67 | 1 | 0.6% |
cr_total_mg_l
Real number (ℝ)
High correlation Missing
| Distinct | 23 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 131 |
| Missing (%) | 78.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1137676 |
| Minimum | 0.005 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.005 |
|---|---|
| 5-th percentile | 0.00508 |
| Q1 | 0.0064 |
| median | 0.0082 |
| Q3 | 5 |
| 95-th percentile | 8.4 |
| Maximum | 12 |
| Range | 11.995 |
| Interquartile range (IQR) | 4.9936 |
Descriptive statistics
| Standard deviation | 3.474852 |
|---|---|
| Coefficient of variation (CV) | 1.643914 |
| Kurtosis | 0.63241462 |
| Mean | 2.1137676 |
| Median Absolute Deviation (MAD) | 0.0022 |
| Skewness | 1.3536248 |
| Sum | 78.2094 |
| Variance | 12.074596 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0.007 | 5 | 3.0% |
| 6 | 4 | 2.4% |
| 0.006 | 3 | 1.8% |
| 0.011 | 2 | 1.2% |
| 7 | 2 | 1.2% |
| 0.0061 | 2 | 1.2% |
| 0.005 | 2 | 1.2% |
| 5 | 2 | 1.2% |
| 0.009 | 1 | 0.6% |
| 0.01 | 1 | 0.6% |
| Other values (13) | 13 | 7.7% |
| (Missing) | 131 |
| Value | Count | Frequency (%) |
| 0.005 | 2 | 1.2% |
| 0.0051 | 1 | 0.6% |
| 0.006 | 3 | |
| 0.0061 | 2 | 1.2% |
| 0.0062 | 1 | 0.6% |
| 0.0064 | 1 | 0.6% |
| 0.0069 | 1 | 0.6% |
| 0.007 | 5 | |
| 0.0079 | 1 | 0.6% |
| 0.008 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 12 | 1 | 0.6% |
| 10 | 1 | 0.6% |
| 8 | 1 | 0.6% |
| 7 | 2 | |
| 6 | 4 | |
| 5 | 2 | |
| 0.02 | 1 | 0.6% |
| 0.015 | 1 | 0.6% |
| 0.011 | 2 | |
| 0.01 | 1 | 0.6% |
clorofila_a_ug_l
Real number (ℝ)
High correlation Missing Zeros
| Distinct | 67 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 92 |
| Missing (%) | 54.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 524.40263 |
| Minimum | 0 |
|---|---|
| Maximum | 6410 |
| Zeros | 5 |
| Zeros (%) | 3.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.85 |
| median | 45.05 |
| Q3 | 451.1 |
| 95-th percentile | 2600 |
| Maximum | 6410 |
| Range | 6410 |
| Interquartile range (IQR) | 448.25 |
Descriptive statistics
| Standard deviation | 1106.7598 |
|---|---|
| Coefficient of variation (CV) | 2.1105154 |
| Kurtosis | 12.687999 |
| Mean | 524.40263 |
| Median Absolute Deviation (MAD) | 44.9 |
| Skewness | 3.3179342 |
| Sum | 39854.6 |
| Variance | 1224917.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 3.0% |
| 0.3 | 3 | 1.8% |
| 350 | 2 | 1.2% |
| 0.2 | 2 | 1.2% |
| 0.6 | 2 | 1.2% |
| 70.8 | 1 | 0.6% |
| 20.7 | 1 | 0.6% |
| 130.2 | 1 | 0.6% |
| 42.1 | 1 | 0.6% |
| 140.8 | 1 | 0.6% |
| Other values (57) | 57 | |
| (Missing) | 92 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.1 | 1 | 0.6% |
| 0.2 | 2 | 1.2% |
| 0.3 | 3 | |
| 0.4 | 1 | 0.6% |
| 0.5 | 1 | 0.6% |
| 0.6 | 2 | 1.2% |
| 0.7 | 1 | 0.6% |
| 0.8 | 1 | 0.6% |
| 1 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 6410 | 1 | |
| 4650 | 1 | |
| 3590 | 1 | |
| 2900 | 1 | |
| 2500 | 1 | |
| 2130 | 1 | |
| 1960 | 1 | |
| 1730 | 1 | |
| 1400 | 1 | |
| 1290 | 1 |
microcistina_ug_l
Real number (ℝ)
High correlation Missing
| Distinct | 6 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 161 |
| Missing (%) | 95.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.68 |
| Minimum | 0.19 |
|---|---|
| Maximum | 1.67 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.19 |
|---|---|
| 5-th percentile | 0.193 |
| Q1 | 0.25 |
| median | 0.4 |
| Q3 | 1 |
| 95-th percentile | 1.469 |
| Maximum | 1.67 |
| Range | 1.48 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.55949382 |
|---|---|
| Coefficient of variation (CV) | 0.82278503 |
| Kurtosis | -0.069460209 |
| Mean | 0.68 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | 0.97357994 |
| Sum | 4.76 |
| Variance | 0.31303333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 2 | 1.2% |
| 0.2 | 1 | 0.6% |
| 0.4 | 1 | 0.6% |
| 0.3 | 1 | 0.6% |
| 1.67 | 1 | 0.6% |
| 0.19 | 1 | 0.6% |
| (Missing) | 161 |
| Value | Count | Frequency (%) |
| 0.19 | 1 | |
| 0.2 | 1 | |
| 0.3 | 1 | |
| 0.4 | 1 | |
| 1 | 2 | |
| 1.67 | 1 |
| Value | Count | Frequency (%) |
| 1.67 | 1 | |
| 1 | 2 | |
| 0.4 | 1 | |
| 0.3 | 1 | |
| 0.2 | 1 | |
| 0.19 | 1 |
ica
Real number (ℝ)
High correlation Missing
| Distinct | 38 |
|---|---|
| Distinct (%) | 24.7% |
| Missing | 14 |
| Missing (%) | 8.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.071429 |
| Minimum | 23 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 38 |
| median | 42 |
| Q3 | 50 |
| 95-th percentile | 59.35 |
| Maximum | 76 |
| Range | 53 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.9487335 |
|---|---|
| Coefficient of variation (CV) | 0.20305068 |
| Kurtosis | 0.32568788 |
| Mean | 44.071429 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.65752044 |
| Sum | 6787 |
| Variance | 80.079832 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 40 | 13 | 7.7% |
| 42 | 10 | 6.0% |
| 37 | 10 | 6.0% |
| 36 | 9 | 5.4% |
| 38 | 8 | 4.8% |
| 45 | 7 | 4.2% |
| 39 | 7 | 4.2% |
| 41 | 7 | 4.2% |
| 46 | 7 | 4.2% |
| 55 | 6 | 3.6% |
| Other values (28) | 70 | |
| (Missing) | 14 | 8.3% |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.6% |
| 25 | 1 | 0.6% |
| 29 | 2 | 1.2% |
| 31 | 1 | 0.6% |
| 32 | 2 | 1.2% |
| 33 | 4 | 2.4% |
| 34 | 3 | 1.8% |
| 35 | 5 | |
| 36 | 9 | |
| 37 | 10 |
| Value | Count | Frequency (%) |
| 76 | 1 | 0.6% |
| 67 | 1 | 0.6% |
| 64 | 1 | 0.6% |
| 62 | 1 | 0.6% |
| 61 | 2 | 1.2% |
| 60 | 2 | 1.2% |
| 59 | 5 | |
| 58 | 4 | |
| 57 | 1 | 0.6% |
| 56 | 2 | 1.2% |
Interactions
Correlations
| clorofila_a_ug_l | colif_fecales_ufc_100ml | color | cr_total_mg_l | dbo_mg_l | dqo_mg_l | enteroc_ufc_100ml | escher_coli_ufc_100ml | espumas | fecha | fosf_ortofos_mg_l | ica | mat_susp | microcistina_ug_l | nh4_mg_l | nitrato_mg_l | od | olores | p_total_l_mg_l | ph | sitios | tem_agua | tem_aire | turbiedad_ntu | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| clorofila_a_ug_l | 1.000 | 0.483 | 0.000 | -0.495 | 0.527 | 0.261 | -0.279 | -0.515 | 0.000 | 0.244 | 0.370 | -0.510 | 0.000 | 0.316 | 0.182 | 0.569 | 0.201 | 0.070 | 0.281 | 0.187 | 0.000 | -0.521 | 0.003 | -0.119 |
| colif_fecales_ufc_100ml | 0.483 | 1.000 | 0.068 | -0.422 | 0.350 | 0.274 | 0.268 | 0.226 | 0.257 | 0.013 | 0.307 | -0.603 | 0.130 | 0.450 | 0.459 | 0.299 | -0.293 | 0.293 | 0.328 | -0.122 | 0.039 | -0.313 | 0.088 | -0.107 |
| color | 0.000 | 0.068 | 1.000 | 1.000 | 0.000 | 0.000 | 0.431 | 0.335 | 0.402 | 0.160 | 0.182 | 0.363 | 0.257 | 0.200 | 0.347 | 0.000 | 0.323 | 0.477 | 0.000 | 0.254 | 0.526 | 0.321 | 0.198 | 0.000 |
| cr_total_mg_l | -0.495 | -0.422 | 1.000 | 1.000 | 0.214 | 0.092 | -0.051 | 0.244 | 0.069 | 0.461 | -0.191 | -0.070 | 0.000 | NaN | -0.305 | -0.111 | 0.143 | 0.000 | 0.311 | -0.077 | 0.000 | 0.127 | -0.491 | -0.060 |
| dbo_mg_l | 0.527 | 0.350 | 0.000 | 0.214 | 1.000 | 0.196 | -0.151 | -0.059 | 0.201 | 0.205 | 0.404 | -0.476 | 0.000 | 1.000 | 0.473 | 0.111 | 0.216 | 0.284 | 0.491 | 0.253 | 0.134 | -0.233 | -0.229 | -0.254 |
| dqo_mg_l | 0.261 | 0.274 | 0.000 | 0.092 | 0.196 | 1.000 | 0.094 | 0.234 | 0.000 | 0.377 | 0.045 | -0.277 | 0.044 | 0.505 | 0.260 | 0.294 | 0.036 | 0.000 | 0.130 | 0.042 | 0.000 | -0.519 | -0.455 | 0.249 |
| enteroc_ufc_100ml | -0.279 | 0.268 | 0.431 | -0.051 | -0.151 | 0.094 | 1.000 | 0.482 | 0.602 | 0.000 | -0.038 | -0.133 | 0.289 | 0.450 | -0.074 | -0.044 | -0.227 | 0.355 | 0.032 | -0.086 | 0.205 | 0.121 | 0.182 | -0.017 |
| escher_coli_ufc_100ml | -0.515 | 0.226 | 0.335 | 0.244 | -0.059 | 0.234 | 0.482 | 1.000 | 0.405 | 0.000 | -0.036 | -0.068 | 0.204 | 0.545 | 0.048 | -0.119 | -0.225 | 0.217 | 0.121 | -0.074 | 0.083 | 0.158 | -0.011 | 0.029 |
| espumas | 0.000 | 0.257 | 0.402 | 0.069 | 0.201 | 0.000 | 0.602 | 0.405 | 1.000 | 0.000 | 0.367 | 0.338 | 0.246 | 1.000 | 0.454 | 0.000 | 0.000 | 0.422 | 0.000 | 0.311 | 0.541 | 0.210 | 0.000 | 0.076 |
| fecha | 0.244 | 0.013 | 0.160 | 0.461 | 0.205 | 0.377 | 0.000 | 0.000 | 0.000 | 1.000 | 0.069 | 0.234 | 0.000 | 0.387 | 0.158 | 0.306 | 0.089 | 0.000 | 0.133 | 0.106 | 0.000 | 0.583 | 0.599 | 0.250 |
| fosf_ortofos_mg_l | 0.370 | 0.307 | 0.182 | -0.191 | 0.404 | 0.045 | -0.038 | -0.036 | 0.367 | 0.069 | 1.000 | -0.487 | 0.000 | 0.054 | 0.323 | 0.076 | -0.239 | 0.343 | 0.841 | 0.214 | 0.000 | -0.067 | 0.093 | -0.395 |
| ica | -0.510 | -0.603 | 0.363 | -0.070 | -0.476 | -0.277 | -0.133 | -0.068 | 0.338 | 0.234 | -0.487 | 1.000 | 0.270 | 0.118 | -0.498 | -0.223 | 0.258 | 0.560 | -0.566 | 0.029 | 0.000 | 0.320 | 0.044 | 0.246 |
| mat_susp | 0.000 | 0.130 | 0.257 | 0.000 | 0.000 | 0.044 | 0.289 | 0.204 | 0.246 | 0.000 | 0.000 | 0.270 | 1.000 | 0.775 | 0.136 | 0.000 | 0.299 | 0.278 | 0.000 | 0.341 | 0.464 | 0.313 | 0.251 | 0.079 |
| microcistina_ug_l | 0.316 | 0.450 | 0.200 | NaN | 1.000 | 0.505 | 0.450 | 0.545 | 1.000 | 0.387 | 0.054 | 0.118 | 0.775 | 1.000 | -0.058 | 0.072 | -0.126 | 1.000 | -0.252 | 0.406 | 1.000 | -0.054 | 0.091 | -0.072 |
| nh4_mg_l | 0.182 | 0.459 | 0.347 | -0.305 | 0.473 | 0.260 | -0.074 | 0.048 | 0.454 | 0.158 | 0.323 | -0.498 | 0.136 | -0.058 | 1.000 | 0.044 | -0.300 | 0.400 | 0.323 | -0.106 | 0.155 | -0.356 | -0.288 | -0.374 |
| nitrato_mg_l | 0.569 | 0.299 | 0.000 | -0.111 | 0.111 | 0.294 | -0.044 | -0.119 | 0.000 | 0.306 | 0.076 | -0.223 | 0.000 | 0.072 | 0.044 | 1.000 | 0.148 | 0.000 | 0.059 | 0.186 | 0.000 | -0.301 | 0.002 | -0.077 |
| od | 0.201 | -0.293 | 0.323 | 0.143 | 0.216 | 0.036 | -0.227 | -0.225 | 0.000 | 0.089 | -0.239 | 0.258 | 0.299 | -0.126 | -0.300 | 0.148 | 1.000 | 0.073 | -0.259 | 0.605 | 0.162 | -0.279 | -0.147 | 0.222 |
| olores | 0.070 | 0.293 | 0.477 | 0.000 | 0.284 | 0.000 | 0.355 | 0.217 | 0.422 | 0.000 | 0.343 | 0.560 | 0.278 | 1.000 | 0.400 | 0.000 | 0.073 | 1.000 | 0.000 | 0.336 | 0.286 | 0.000 | 0.000 | 0.140 |
| p_total_l_mg_l | 0.281 | 0.328 | 0.000 | 0.311 | 0.491 | 0.130 | 0.032 | 0.121 | 0.000 | 0.133 | 0.841 | -0.566 | 0.000 | -0.252 | 0.323 | 0.059 | -0.259 | 0.000 | 1.000 | 0.140 | 0.000 | -0.057 | 0.006 | -0.379 |
| ph | 0.187 | -0.122 | 0.254 | -0.077 | 0.253 | 0.042 | -0.086 | -0.074 | 0.311 | 0.106 | 0.214 | 0.029 | 0.341 | 0.406 | -0.106 | 0.186 | 0.605 | 0.336 | 0.140 | 1.000 | 0.176 | -0.243 | -0.171 | 0.025 |
| sitios | 0.000 | 0.039 | 0.526 | 0.000 | 0.134 | 0.000 | 0.205 | 0.083 | 0.541 | 0.000 | 0.000 | 0.000 | 0.464 | 1.000 | 0.155 | 0.000 | 0.162 | 0.286 | 0.000 | 0.176 | 1.000 | 0.000 | 0.000 | 0.066 |
| tem_agua | -0.521 | -0.313 | 0.321 | 0.127 | -0.233 | -0.519 | 0.121 | 0.158 | 0.210 | 0.583 | -0.067 | 0.320 | 0.313 | -0.054 | -0.356 | -0.301 | -0.279 | 0.000 | -0.057 | -0.243 | 0.000 | 1.000 | 0.713 | -0.070 |
| tem_aire | 0.003 | 0.088 | 0.198 | -0.491 | -0.229 | -0.455 | 0.182 | -0.011 | 0.000 | 0.599 | 0.093 | 0.044 | 0.251 | 0.091 | -0.288 | 0.002 | -0.147 | 0.000 | 0.006 | -0.171 | 0.000 | 0.713 | 1.000 | -0.154 |
| turbiedad_ntu | -0.119 | -0.107 | 0.000 | -0.060 | -0.254 | 0.249 | -0.017 | 0.029 | 0.076 | 0.250 | -0.395 | 0.246 | 0.079 | -0.072 | -0.374 | -0.077 | 0.222 | 0.140 | -0.379 | 0.025 | 0.066 | -0.070 | -0.154 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| sitios | fecha | tem_agua | tem_aire | od | ph | olores | color | espumas | mat_susp | colif_fecales_ufc_100ml | escher_coli_ufc_100ml | enteroc_ufc_100ml | nitrato_mg_l | nh4_mg_l | p_total_l_mg_l | fosf_ortofos_mg_l | dbo_mg_l | dqo_mg_l | turbiedad_ntu | cr_total_mg_l | clorofila_a_ug_l | microcistina_ug_l | ica | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Canal Villanueva y Río Luján | 23/2/2022 | 24.5 | 23.3 | 5.30 | 6.56 | False | False | False | True | 2200.0 | 100.0 | 130.0 | 2.9 | 0.420 | 0.23 | 0.15 | 6.2 | 29.0 | 90.0 | NaN | NaN | NaN | 55.0 |
| 1 | Río Lujan y Arroyo Caraguatá | 23/2/2022 | 25.4 | 23.3 | 2.25 | 6.56 | True | True | False | False | 1200.0 | 200.0 | 400.0 | 3.3 | 0.510 | 0.41 | 0.35 | 5.8 | 29.0 | 34.0 | NaN | NaN | NaN | 42.0 |
| 2 | Canal Aliviador y Río Lujan | 23/2/2022 | 24.6 | 23.3 | 2.94 | 6.59 | False | True | False | False | 1800.0 | 200.0 | 580.0 | 6.5 | 0.050 | 0.59 | 0.54 | 1.9 | 29.0 | 17.0 | NaN | NaN | 0.2 | 45.0 |
| 3 | Río Carapachay y Arroyo Gallo Fiambre | 23/2/2022 | 25.2 | 23.3 | 2.22 | 7.45 | True | True | False | False | 1400.0 | 100.0 | 300.0 | 7.4 | 1.000 | 0.38 | 0.40 | 5.8 | 29.0 | 23.0 | NaN | NaN | NaN | 46.0 |
| 4 | Río Reconquista y Río Lujan | 23/2/2022 | 24.1 | 20.0 | 1.02 | 6.39 | False | True | False | True | 1100.0 | 100.0 | 370.0 | 8.8 | 0.049 | 0.55 | 0.54 | 2.6 | 59.0 | 18.0 | NaN | NaN | NaN | 44.0 |
| 5 | Rio Tigre 100m antes del Rio Luján | 23/2/2022 | 24.9 | 23.3 | 3.50 | 6.53 | False | False | False | True | 3200.0 | 200.0 | 750.0 | 4.4 | 3.500 | 1.10 | 0.91 | 3.9 | 130.0 | 8.9 | NaN | NaN | NaN | 40.0 |
| 6 | Río Lujan y Canal San Fernando | 23/2/2022 | 24.5 | 20.0 | 1.50 | 6.54 | False | True | False | True | 18000.0 | 1500.0 | 100.0 | 5.6 | 2.000 | 0.73 | 0.60 | 3.5 | 42.0 | 12.0 | NaN | NaN | 0.4 | 35.0 |
| 7 | Río Capitán y Río San Antonio | 23/2/2022 | 24.5 | 21.0 | 6.30 | 6.48 | False | True | False | False | 1000.0 | 200.0 | 1200.0 | 3.1 | 0.049 | 0.17 | 0.16 | 5.5 | 69.0 | 90.0 | NaN | NaN | NaN | 46.0 |
| 8 | Arroyo Abra Vieja y Santa Rosa | 23/2/2022 | 23.4 | 21.0 | 4.49 | 6.76 | False | False | False | False | 400.0 | 100.0 | 220.0 | 1.9 | 0.100 | 0.21 | 0.19 | 1.9 | 29.0 | 39.0 | NaN | NaN | NaN | 58.0 |
| 9 | Del Arca | 23/2/2022 | 21.5 | 23.0 | 3.85 | 6.66 | False | False | False | True | 2200.0 | 100.0 | 270.0 | 5.4 | 0.049 | 0.28 | 0.39 | 1.9 | 29.0 | 28.0 | NaN | NaN | NaN | 51.0 |
| sitios | fecha | tem_agua | tem_aire | od | ph | olores | color | espumas | mat_susp | colif_fecales_ufc_100ml | escher_coli_ufc_100ml | enteroc_ufc_100ml | nitrato_mg_l | nh4_mg_l | p_total_l_mg_l | fosf_ortofos_mg_l | dbo_mg_l | dqo_mg_l | turbiedad_ntu | cr_total_mg_l | clorofila_a_ug_l | microcistina_ug_l | ica | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 158 | Boca Cerrada (Res.Nat. Punta Lara) | 31/10/2022 | NaN | 10.0 | NaN | NaN | False | False | False | False | 150.0 | 100.0 | 30.0 | 6.2 | 0.14 | 0.60 | 0.38 | NaN | 72.0 | 39.0 | 10.0 | 74.2 | NaN | 41.0 |
| 159 | Camping Eva Perón | 31/10/2022 | 16.0 | 7.0 | 11.05 | NaN | False | False | False | False | 210.0 | 80.0 | 90.0 | 5.9 | 0.15 | 0.36 | 0.21 | NaN | 33.0 | 31.0 | NaN | 36.5 | 0.19 | 38.0 |
| 160 | Toma de agua Club de Pesca | 31/10/2022 | 17.2 | 6.0 | 8.38 | NaN | False | False | False | False | 95.0 | 35.0 | 50.0 | 5.7 | 0.41 | 0.29 | 0.23 | NaN | 46.0 | 26.0 | NaN | 29.4 | NaN | 41.0 |
| 161 | Arroyo El Gato | 31/10/0202 | 18.0 | 4.0 | 7.36 | NaN | False | False | False | False | 800.0 | 700.0 | 220.0 | 5.4 | 2.30 | 0.36 | 0.23 | NaN | NaN | 23.0 | NaN | 16.7 | NaN | 37.0 |
| 162 | Ensenada Prefectura Isla Santiago | 31/10/0202 | 17.1 | 5.0 | 8.98 | NaN | False | False | False | False | 130.0 | 30.0 | 45.0 | 6.1 | 0.40 | 0.24 | 0.24 | NaN | NaN | 39.0 | NaN | 0.6 | NaN | 54.0 |
| 163 | Balneario Palo Blanco | 31/10/2022 | 10.0 | 12.0 | NaN | NaN | False | False | False | True | 800.0 | 600.0 | 400.0 | 6.9 | 0.38 | 0.24 | 0.24 | NaN | NaN | 23.0 | NaN | 2.1 | NaN | 43.0 |
| 164 | Diagonal 66 (descarga cloaca) | 31/10/2022 | 10.0 | 12.0 | NaN | NaN | False | True | False | True | 80000.0 | 80000.0 | 12000.0 | 5.2 | 1.20 | 30.12 | 0.39 | NaN | 31.0 | 18.2 | NaN | 20.2 | NaN | 37.0 |
| 165 | Playa La Bagliardi | 31/10/2022 | 10.0 | 12.0 | NaN | NaN | False | False | False | True | 1400.0 | 1000.0 | 380.0 | 4.6 | 0.80 | 0.45 | 0.43 | NaN | NaN | 40.0 | NaN | 0.2 | NaN | 49.0 |
| 166 | Balneario Municipal | 31/10/2022 | 10.0 | 12.0 | NaN | NaN | False | False | False | True | 1800.0 | 1500.0 | 500.0 | 5.2 | 0.55 | 0.27 | 0.27 | NaN | 39.0 | 90.0 | 5.0 | 10.5 | NaN | 39.0 |
| 167 | Playa La Balandra | 31/10/2022 | 10.0 | 12.0 | NaN | NaN | False | False | False | True | 900.0 | 600.0 | 480.0 | 5.1 | 0.21 | 0.48 | 0.35 | NaN | NaN | 70.0 | 5.0 | 48.0 | NaN | 34.0 |